Overview
Brought to you by YData
Dataset statistics
| Number of variables | 38 |
|---|---|
| Number of observations | 4142 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.2 MiB |
| Average record size in memory | 312.0 B |
Variable types
| Categorical | 24 |
|---|---|
| Unsupported | 2 |
| Numeric | 12 |
IsAwareness has constant value "1" | Constant |
Trial has constant value "1" | Constant |
BUMO PRE is highly overall correlated with Churn and 3 other fields | High correlation |
Brand Likability is highly overall correlated with Daily | High correlation |
Churn is highly overall correlated with BUMO PRE and 3 other fields | High correlation |
Daily is highly overall correlated with Brand Likability and 1 other fields | High correlation |
Most Favourite is highly overall correlated with BUMO PRE and 1 other fields | High correlation |
NPS#P3M is highly overall correlated with NPS#P3M#Group | High correlation |
NPS#P3M#Group is highly overall correlated with NPS#P3M | High correlation |
PPA is highly overall correlated with BUMO PRE and 5 other fields | High correlation |
Spend is highly overall correlated with PPA and 3 other fields | High correlation |
TOM is highly overall correlated with BUMO PRE and 5 other fields | High correlation |
Visit is highly overall correlated with PPA and 2 other fields | High correlation |
Weekly is highly overall correlated with Churn and 5 other fields | High correlation |
BUMO is highly imbalanced (82.9%) | Imbalance |
DayPart_Unknown is highly imbalanced (99.4%) | Imbalance |
DayofWeek_Unknown is highly imbalanced (96.2%) | Imbalance |
Weekends is highly imbalanced (65.9%) | Imbalance |
Socializing is highly imbalanced (68.8%) | Imbalance |
Studying is highly imbalanced (77.8%) | Imbalance |
NeedState_Other is highly imbalanced (96.2%) | Imbalance |
Comprehension is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
SegmentationFull is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Visit has 1365 (33.0%) zeros | Zeros |
Spend has 1365 (33.0%) zeros | Zeros |
11 AM - before 2 PM has 3451 (83.3%) zeros | Zeros |
2 PM - before 5 PM has 3306 (79.8%) zeros | Zeros |
5 PM - before 9 PM has 1358 (32.8%) zeros | Zeros |
9 AM - before 11 AM has 3206 (77.4%) zeros | Zeros |
9 PM or later has 3690 (89.1%) zeros | Zeros |
Before 9 AM has 2741 (66.2%) zeros | Zeros |
PPA has 1365 (33.0%) zeros | Zeros |
Reproduction
| Analysis started | 2025-06-21 05:28:18.053526 |
|---|---|
| Analysis finished | 2025-06-21 05:28:41.270473 |
| Duration | 23.22 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
IsAwareness
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4142 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4142 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 4142 |
Brand Likability
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2993 | |
| 1 | 1149 | 27.7% |
Weekly
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2473 | |
| 1 | 1669 |
Daily
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 3310 | |
| 1 | 832 | 20.1% |
Comprehension
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
Visit
Real number (ℝ)
High correlation Zeros
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0108643 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 1365 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.154831 |
|---|---|
| Coefficient of variation (CV) | 1.3799463 |
| Kurtosis | 12.945293 |
| Mean | 3.0108643 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.9763701 |
| Sum | 12471 |
| Variance | 17.26262 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 2 | 628 | |
| 1 | 471 | 11.4% |
| 4 | 455 | 11.0% |
| 3 | 367 | 8.9% |
| 5 | 197 | 4.8% |
| 8 | 162 | 3.9% |
| 6 | 138 | 3.3% |
| 10 | 122 | 2.9% |
| 7 | 53 | 1.3% |
| Other values (18) | 184 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 1 | 471 | 11.4% |
| 2 | 628 | |
| 3 | 367 | 8.9% |
| 4 | 455 | 11.0% |
| 5 | 197 | 4.8% |
| 6 | 138 | 3.3% |
| 7 | 53 | 1.3% |
| 8 | 162 | 3.9% |
| 9 | 24 | 0.6% |
| Value | Count | Frequency (%) |
| 40 | 1 | < 0.1% |
| 35 | 1 | < 0.1% |
| 30 | 14 | 0.3% |
| 28 | 4 | 0.1% |
| 27 | 2 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 4 | 0.1% |
| 24 | 2 | < 0.1% |
| 20 | 41 | |
| 19 | 1 | < 0.1% |
Spend
Real number (ℝ)
High correlation Zeros
| Distinct | 187 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 153.80146 |
| Minimum | 0 |
|---|---|
| Maximum | 2100 |
| Zeros | 1365 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 98 |
| Q3 | 200 |
| 95-th percentile | 549.5 |
| Maximum | 2100 |
| Range | 2100 |
| Interquartile range (IQR) | 200 |
Descriptive statistics
| Standard deviation | 216.17547 |
|---|---|
| Coefficient of variation (CV) | 1.4055489 |
| Kurtosis | 12.283241 |
| Mean | 153.80146 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 2.9072207 |
| Sum | 637045.67 |
| Variance | 46731.836 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 100 | 190 | 4.6% |
| 200 | 170 | 4.1% |
| 120 | 136 | 3.3% |
| 50 | 108 | 2.6% |
| 300 | 101 | 2.4% |
| 150 | 98 | 2.4% |
| 60 | 86 | 2.1% |
| 80 | 79 | 1.9% |
| 240 | 75 | 1.8% |
| Other values (177) | 1734 |
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 23 | 0.6% |
| 30 | 25 | 0.6% |
| 35 | 21 | 0.5% |
| 36 | 1 | < 0.1% |
| 39 | 30 | 0.7% |
| 40 | 58 | 1.4% |
| Value | Count | Frequency (%) |
| 2100 | 1 | < 0.1% |
| 2000 | 1 | < 0.1% |
| 1770 | 1 | < 0.1% |
| 1750 | 1 | < 0.1% |
| 1600 | 2 | |
| 1534 | 1 | < 0.1% |
| 1500 | 4 | |
| 1400 | 4 | |
| 1372 | 1 | < 0.1% |
| 1350 | 1 | < 0.1% |
SegmentationFull
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
NPS#P3M
Real number (ℝ)
High correlation
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.4355384 |
| Minimum | -1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 15 |
| Negative (%) | 0.4% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 8 |
| median | 9 |
| Q3 | 9 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 11 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.292735 |
|---|---|
| Coefficient of variation (CV) | 0.15324866 |
| Kurtosis | 10.091869 |
| Mean | 8.4355384 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -1.9763808 |
| Sum | 34940 |
| Variance | 1.6711637 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 8 | 1340 | |
| 9 | 1336 | |
| 10 | 797 | |
| 7 | 438 | 10.6% |
| 6 | 117 | 2.8% |
| 5 | 83 | 2.0% |
| -1 | 15 | 0.4% |
| 4 | 12 | 0.3% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| -1 | 15 | 0.4% |
| 2 | 2 | < 0.1% |
| 3 | 2 | < 0.1% |
| 4 | 12 | 0.3% |
| 5 | 83 | 2.0% |
| 6 | 117 | 2.8% |
| 7 | 438 | 10.6% |
| 8 | 1340 | |
| 9 | 1336 | |
| 10 | 797 |
| Value | Count | Frequency (%) |
| 10 | 797 | |
| 9 | 1336 | |
| 8 | 1340 | |
| 7 | 438 | 10.6% |
| 6 | 117 | 2.8% |
| 5 | 83 | 2.0% |
| 4 | 12 | 0.3% |
| 3 | 2 | < 0.1% |
| 2 | 2 | < 0.1% |
| -1 | 15 | 0.4% |
NPS#P3M#Group
Categorical
High correlation
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| Promoter | |
|---|---|
| Passive | |
| Detractor | |
| Unknown | 15 |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 7.6192661 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Passive |
|---|---|
| 2nd row | Passive |
| 3rd row | Passive |
| 4th row | Passive |
| 5th row | Passive |
Common Values
| Value | Count | Frequency (%) |
| Promoter | 2133 | |
| Passive | 1778 | |
| Detractor | 216 | 5.2% |
| Unknown | 15 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| promoter | 2133 | |
| passive | 1778 | |
| detractor | 216 | 5.2% |
| unknown | 15 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 4698 | |
| o | 4497 | |
| e | 4127 | |
| P | 3911 | |
| s | 3556 | |
| t | 2565 | |
| m | 2133 | |
| a | 1994 | |
| i | 1778 | 5.6% |
| v | 1778 | 5.6% |
| Other values (6) | 522 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 31559 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 4698 | |
| o | 4497 | |
| e | 4127 | |
| P | 3911 | |
| s | 3556 | |
| t | 2565 | |
| m | 2133 | |
| a | 1994 | |
| i | 1778 | 5.6% |
| v | 1778 | 5.6% |
| Other values (6) | 522 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 31559 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 4698 | |
| o | 4497 | |
| e | 4127 | |
| P | 3911 | |
| s | 3556 | |
| t | 2565 | |
| m | 2133 | |
| a | 1994 | |
| i | 1778 | 5.6% |
| v | 1778 | 5.6% |
| Other values (6) | 522 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 31559 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 4698 | |
| o | 4497 | |
| e | 4127 | |
| P | 3911 | |
| s | 3556 | |
| t | 2565 | |
| m | 2133 | |
| a | 1994 | |
| i | 1778 | 5.6% |
| v | 1778 | 5.6% |
| Other values (6) | 522 | 1.7% |
Age
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.008691 |
| Minimum | 16 |
|---|---|
| Maximum | 60 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 24 |
| median | 30 |
| Q3 | 37 |
| 95-th percentile | 48 |
| Maximum | 60 |
| Range | 44 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.0357588 |
|---|---|
| Coefficient of variation (CV) | 0.29139439 |
| Kurtosis | 0.22173823 |
| Mean | 31.008691 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.68603495 |
| Sum | 128438 |
| Variance | 81.644938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 27 | 222 | 5.4% |
| 29 | 203 | 4.9% |
| 28 | 202 | 4.9% |
| 26 | 176 | 4.2% |
| 22 | 171 | 4.1% |
| 30 | 162 | 3.9% |
| 23 | 162 | 3.9% |
| 35 | 161 | 3.9% |
| 25 | 160 | 3.9% |
| 34 | 160 | 3.9% |
| Other values (35) | 2363 |
| Value | Count | Frequency (%) |
| 16 | 62 | 1.5% |
| 17 | 76 | |
| 18 | 87 | |
| 19 | 110 | |
| 20 | 127 | |
| 21 | 134 | |
| 22 | 171 | |
| 23 | 162 | |
| 24 | 149 | |
| 25 | 160 |
| Value | Count | Frequency (%) |
| 60 | 13 | |
| 59 | 13 | |
| 58 | 7 | 0.2% |
| 57 | 14 | |
| 56 | 15 | |
| 55 | 13 | |
| 54 | 11 | |
| 53 | 15 | |
| 52 | 19 | |
| 51 | 20 |
MPI
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7937.9638 |
| Minimum | 1499 |
|---|---|
| Maximum | 112499 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 1499 |
|---|---|
| 5-th percentile | 1499 |
| Q1 | 5499 |
| median | 7592 |
| Q3 | 9924 |
| 95-th percentile | 17499 |
| Maximum | 112499 |
| Range | 111000 |
| Interquartile range (IQR) | 4425 |
Descriptive statistics
| Standard deviation | 4866.8055 |
|---|---|
| Coefficient of variation (CV) | 0.61310503 |
| Kurtosis | 61.270791 |
| Mean | 7937.9638 |
| Median Absolute Deviation (MAD) | 2093 |
| Skewness | 4.2138774 |
| Sum | 32879046 |
| Variance | 23685796 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 6999 | 525 | |
| 5499 | 521 | |
| 8249 | 483 | |
| 10499 | 438 | |
| 1499 | 363 | |
| 8700 | 295 | |
| 3749 | 260 | 6.3% |
| 13499 | 210 | 5.1% |
| 9924 | 202 | 4.9% |
| 2861 | 164 | 4.0% |
| Other values (22) | 681 |
| Value | Count | Frequency (%) |
| 1499 | 363 | |
| 2861 | 164 | 4.0% |
| 3749 | 260 | |
| 4420 | 10 | 0.2% |
| 4454 | 99 | 2.4% |
| 5499 | 521 | |
| 6819 | 12 | 0.3% |
| 6999 | 525 | |
| 7020 | 107 | 2.6% |
| 7121 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 112499 | 1 | < 0.1% |
| 59999 | 2 | < 0.1% |
| 37499 | 11 | 0.3% |
| 27499 | 8 | 0.2% |
| 22499 | 60 | 1.4% |
| 18441 | 13 | 0.3% |
| 17499 | 162 | |
| 16961 | 3 | 0.1% |
| 13499 | 210 | |
| 12810 | 3 | 0.1% |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1757605 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Male |
|---|---|
| 2nd row | Female |
| 3rd row | Male |
| 4th row | Male |
| 5th row | Male |
Common Values
| Value | Count | Frequency (%) |
| Female | 2435 | |
| Male | 1707 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 2435 | |
| male | 1707 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6577 | |
| a | 4142 | |
| l | 4142 | |
| F | 2435 | 11.4% |
| m | 2435 | 11.4% |
| M | 1707 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 21438 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 6577 | |
| a | 4142 | |
| l | 4142 | |
| F | 2435 | 11.4% |
| m | 2435 | 11.4% |
| M | 1707 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 21438 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 6577 | |
| a | 4142 | |
| l | 4142 | |
| F | 2435 | 11.4% |
| m | 2435 | 11.4% |
| M | 1707 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 21438 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 6577 | |
| a | 4142 | |
| l | 4142 | |
| F | 2435 | 11.4% |
| m | 2435 | 11.4% |
| M | 1707 | 8.0% |
Occupation#group
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| White Collar | |
|---|---|
| None Working | |
| Blue Collar | |
| Self Employed - Small Business and Freelance | |
| Self Employed - Company Owner | 60 |
| Other values (2) | 25 |
Length
| Max length | 44 |
|---|---|
| Median length | 12 |
| Mean length | 17.84621 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Blue Collar |
|---|---|
| 2nd row | None Working |
| 3rd row | Self Employed - Company Owner |
| 4th row | Blue Collar |
| 5th row | White Collar |
Common Values
| Value | Count | Frequency (%) |
| White Collar | 1547 | |
| None Working | 984 | |
| Blue Collar | 779 | |
| Self Employed - Small Business and Freelance | 747 | |
| Self Employed - Company Owner | 60 | 1.4% |
| Other Occupations | 20 | 0.5% |
| Refuse | 5 | 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| collar | 2326 | |
| white | 1547 | |
| none | 984 | |
| working | 984 | |
| self | 807 | 6.6% |
| 807 | 6.6% | |
| employed | 807 | 6.6% |
| blue | 779 | 6.4% |
| small | 747 | 6.1% |
| business | 747 | 6.1% |
| Other values (7) | 1659 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 9286 | |
| 8052 | 10.9% | |
| e | 8002 | 10.8% |
| o | 5181 | 7.0% |
| a | 4647 | 6.3% |
| n | 4349 | 5.9% |
| r | 4137 | 5.6% |
| i | 3298 | 4.5% |
| W | 2531 | 3.4% |
| C | 2386 | 3.2% |
| Other values (21) | 22050 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 73919 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 9286 | |
| 8052 | 10.9% | |
| e | 8002 | 10.8% |
| o | 5181 | 7.0% |
| a | 4647 | 6.3% |
| n | 4349 | 5.9% |
| r | 4137 | 5.6% |
| i | 3298 | 4.5% |
| W | 2531 | 3.4% |
| C | 2386 | 3.2% |
| Other values (21) | 22050 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 73919 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 9286 | |
| 8052 | 10.9% | |
| e | 8002 | 10.8% |
| o | 5181 | 7.0% |
| a | 4647 | 6.3% |
| n | 4349 | 5.9% |
| r | 4137 | 5.6% |
| i | 3298 | 4.5% |
| W | 2531 | 3.4% |
| C | 2386 | 3.2% |
| Other values (21) | 22050 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 73919 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 9286 | |
| 8052 | 10.9% | |
| e | 8002 | 10.8% |
| o | 5181 | 7.0% |
| a | 4647 | 6.3% |
| n | 4349 | 5.9% |
| r | 4137 | 5.6% |
| i | 3298 | 4.5% |
| W | 2531 | 3.4% |
| C | 2386 | 3.2% |
| Other values (21) | 22050 |
TOM
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2661 | |
| 1 | 1481 |
BUMO
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 | 105 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4037 | |
| 1 | 105 | 2.5% |
BUMO PRE
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2312 | |
| 1 | 1830 |
Most Favourite
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2548 | |
| 1 | 1594 |
11 AM - before 2 PM
Real number (ℝ)
Zeros
| Distinct | 22 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.71511347 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 3451 |
| Zeros (%) | 83.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.3307647 |
|---|---|
| Coefficient of variation (CV) | 3.2592935 |
| Kurtosis | 44.331383 |
| Mean | 0.71511347 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.6747961 |
| Sum | 2962 |
| Variance | 5.4324641 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 3451 | |
| 2 | 176 | 4.2% |
| 3 | 109 | 2.6% |
| 1 | 109 | 2.6% |
| 4 | 107 | 2.6% |
| 5 | 53 | 1.3% |
| 6 | 28 | 0.7% |
| 10 | 26 | 0.6% |
| 8 | 19 | 0.5% |
| 7 | 14 | 0.3% |
| Other values (12) | 50 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 3451 | |
| 1 | 109 | 2.6% |
| 2 | 176 | 4.2% |
| 3 | 109 | 2.6% |
| 4 | 107 | 2.6% |
| 5 | 53 | 1.3% |
| 6 | 28 | 0.7% |
| 7 | 14 | 0.3% |
| 8 | 19 | 0.5% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 30 | 4 | 0.1% |
| 22 | 1 | < 0.1% |
| 20 | 8 | |
| 18 | 1 | < 0.1% |
| 17 | 2 | < 0.1% |
| 16 | 3 | 0.1% |
| 15 | 13 | |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 11 |
2 PM - before 5 PM
Real number (ℝ)
Zeros
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.77667793 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 3306 |
| Zeros (%) | 79.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.2675662 |
|---|---|
| Coefficient of variation (CV) | 2.9195707 |
| Kurtosis | 51.373915 |
| Mean | 0.77667793 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.8467487 |
| Sum | 3217 |
| Variance | 5.1418563 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 0 | 3306 | |
| 2 | 241 | 5.8% |
| 3 | 142 | 3.4% |
| 4 | 138 | 3.3% |
| 1 | 127 | 3.1% |
| 5 | 59 | 1.4% |
| 10 | 34 | 0.8% |
| 6 | 28 | 0.7% |
| 8 | 23 | 0.6% |
| 7 | 12 | 0.3% |
| Other values (11) | 32 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 3306 | |
| 1 | 127 | 3.1% |
| 2 | 241 | 5.8% |
| 3 | 142 | 3.4% |
| 4 | 138 | 3.3% |
| 5 | 59 | 1.4% |
| 6 | 28 | 0.7% |
| 7 | 12 | 0.3% |
| 8 | 23 | 0.6% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 30 | 4 | |
| 26 | 1 | < 0.1% |
| 25 | 3 | |
| 24 | 1 | < 0.1% |
| 20 | 3 | |
| 16 | 2 | < 0.1% |
| 15 | 6 | |
| 13 | 3 | |
| 12 | 2 | < 0.1% |
| 11 | 3 |
5 PM - before 9 PM
Real number (ℝ)
Zeros
| Distinct | 28 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9396427 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 1358 |
| Zeros (%) | 32.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 10 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.6433261 |
|---|---|
| Coefficient of variation (CV) | 1.2393772 |
| Kurtosis | 13.067091 |
| Mean | 2.9396427 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 2.8261581 |
| Sum | 12176 |
| Variance | 13.273825 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| 4 | 614 | |
| 2 | 578 | |
| 3 | 468 | 11.3% |
| 1 | 293 | 7.1% |
| 5 | 244 | 5.9% |
| 6 | 162 | 3.9% |
| 10 | 102 | 2.5% |
| 8 | 100 | 2.4% |
| 7 | 76 | 1.8% |
| Other values (18) | 147 | 3.5% |
| Value | Count | Frequency (%) |
| 0 | 1358 | |
| 1 | 293 | 7.1% |
| 2 | 578 | |
| 3 | 468 | 11.3% |
| 4 | 614 | |
| 5 | 244 | 5.9% |
| 6 | 162 | 3.9% |
| 7 | 76 | 1.8% |
| 8 | 100 | 2.4% |
| 9 | 25 | 0.6% |
| Value | Count | Frequency (%) |
| 30 | 11 | |
| 26 | 3 | 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 3 | 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 17 | |
| 19 | 3 | 0.1% |
| 18 | 3 | 0.1% |
9 AM - before 11 AM
Real number (ℝ)
Zeros
| Distinct | 23 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.97561564 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 3206 |
| Zeros (%) | 77.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.6708935 |
|---|---|
| Coefficient of variation (CV) | 2.7376494 |
| Kurtosis | 41.234719 |
| Mean | 0.97561564 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.3573907 |
| Sum | 4041 |
| Variance | 7.1336723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 0 | 3206 | |
| 2 | 210 | 5.1% |
| 4 | 182 | 4.4% |
| 3 | 161 | 3.9% |
| 1 | 120 | 2.9% |
| 5 | 84 | 2.0% |
| 6 | 45 | 1.1% |
| 8 | 32 | 0.8% |
| 10 | 26 | 0.6% |
| 7 | 26 | 0.6% |
| Other values (13) | 50 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 3206 | |
| 1 | 120 | 2.9% |
| 2 | 210 | 5.1% |
| 3 | 161 | 3.9% |
| 4 | 182 | 4.4% |
| 5 | 84 | 2.0% |
| 6 | 45 | 1.1% |
| 7 | 26 | 0.6% |
| 8 | 32 | 0.8% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 30 | 8 | |
| 25 | 1 | < 0.1% |
| 24 | 3 | 0.1% |
| 21 | 2 | < 0.1% |
| 20 | 7 | |
| 19 | 1 | < 0.1% |
| 18 | 2 | < 0.1% |
| 16 | 1 | < 0.1% |
| 15 | 9 | |
| 13 | 3 | 0.1% |
9 PM or later
Real number (ℝ)
Zeros
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.35852245 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 3690 |
| Zeros (%) | 89.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4416607 |
|---|---|
| Coefficient of variation (CV) | 4.0211168 |
| Kurtosis | 87.624683 |
| Mean | 0.35852245 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.6285033 |
| Sum | 1485 |
| Variance | 2.0783855 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| 2 | 160 | 3.9% |
| 1 | 92 | 2.2% |
| 4 | 64 | 1.5% |
| 3 | 60 | 1.4% |
| 5 | 23 | 0.6% |
| 6 | 16 | 0.4% |
| 10 | 13 | 0.3% |
| 7 | 5 | 0.1% |
| 15 | 4 | 0.1% |
| Other values (9) | 15 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 3690 | |
| 1 | 92 | 2.2% |
| 2 | 160 | 3.9% |
| 3 | 60 | 1.4% |
| 4 | 64 | 1.5% |
| 5 | 23 | 0.6% |
| 6 | 16 | 0.4% |
| 7 | 5 | 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 4 | 0.1% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 15 | 4 | 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 3 | 0.1% |
| 11 | 1 | < 0.1% |
| 10 | 13 | |
| 9 | 4 | 0.1% |
Before 9 AM
Real number (ℝ)
Zeros
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.1197489 |
| Minimum | 0 |
|---|---|
| Maximum | 30 |
| Zeros | 2741 |
| Zeros (%) | 66.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 3 |
| 95-th percentile | 20.95 |
| Maximum | 30 |
| Range | 30 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 6.6894873 |
|---|---|
| Coefficient of variation (CV) | 2.144239 |
| Kurtosis | 6.5928717 |
| Mean | 3.1197489 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6761208 |
| Sum | 12922 |
| Variance | 44.74924 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=29)
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 4 | 233 | 5.6% |
| 2 | 196 | 4.7% |
| 3 | 121 | 2.9% |
| 10 | 102 | 2.5% |
| 5 | 93 | 2.2% |
| 1 | 93 | 2.2% |
| 30 | 90 | 2.2% |
| 8 | 82 | 2.0% |
| 6 | 64 | 1.5% |
| Other values (19) | 327 | 7.9% |
| Value | Count | Frequency (%) |
| 0 | 2741 | |
| 1 | 93 | 2.2% |
| 2 | 196 | 4.7% |
| 3 | 121 | 2.9% |
| 4 | 233 | 5.6% |
| 5 | 93 | 2.2% |
| 6 | 64 | 1.5% |
| 7 | 27 | 0.7% |
| 8 | 82 | 2.0% |
| 9 | 11 | 0.3% |
| Value | Count | Frequency (%) |
| 30 | 90 | |
| 29 | 4 | 0.1% |
| 28 | 5 | 0.1% |
| 26 | 17 | 0.4% |
| 25 | 21 | 0.5% |
| 24 | 50 | |
| 23 | 4 | 0.1% |
| 22 | 11 | 0.3% |
| 21 | 6 | 0.1% |
| 20 | 54 |
DayPart_Unknown
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 4.0 | 2 |
| 1.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 4139 | |
| 4.0 | 2 | < 0.1% |
| 1.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 4139 | |
| 4.0 | 2 | < 0.1% |
| 1.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8281 | |
| . | 4142 | |
| 4 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8281 | |
| . | 4142 | |
| 4 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8281 | |
| . | 4142 | |
| 4 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8281 | |
| . | 4142 | |
| 4 | 2 | < 0.1% |
| 1 | 1 | < 0.1% |
DayofWeek_Unknown
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 | 17 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4125 | |
| 1 | 17 | 0.4% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 2566 | |
| 0 | 1576 |
Weekends
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 1 | |
|---|---|
| 0 | 263 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 3879 | |
| 0 | 263 | 6.3% |
Drinking beverages
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3624 | |
| 0.0 | 518 | 12.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3624 | |
| 0.0 | 518 | 12.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4660 | |
| . | 4142 | |
| 1 | 3624 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4660 | |
| . | 4142 | |
| 1 | 3624 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4660 | |
| . | 4142 | |
| 1 | 3624 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4660 | |
| . | 4142 | |
| 1 | 3624 |
Socializing
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 1.0 | |
|---|---|
| 0.0 | 233 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3909 | |
| 0.0 | 233 | 5.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3909 | |
| 0.0 | 233 | 5.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4375 | |
| . | 4142 | |
| 1 | 3909 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4375 | |
| . | 4142 | |
| 1 | 3909 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4375 | |
| . | 4142 | |
| 1 | 3909 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 4375 | |
| . | 4142 | |
| 1 | 3909 |
Relaxing & entertainment
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2596 | |
| 1.0 | 1546 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2596 | |
| 1.0 | 1546 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6738 | |
| . | 4142 | |
| 1 | 1546 | 12.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6738 | |
| . | 4142 | |
| 1 | 1546 | 12.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6738 | |
| . | 4142 | |
| 1 | 1546 | 12.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 6738 | |
| . | 4142 | |
| 1 | 1546 | 12.4% |
Meals & Snack
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3553 | |
| 1.0 | 589 | 14.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3553 | |
| 1.0 | 589 | 14.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7695 | |
| . | 4142 | |
| 1 | 589 | 4.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7695 | |
| . | 4142 | |
| 1 | 589 | 4.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7695 | |
| . | 4142 | |
| 1 | 589 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7695 | |
| . | 4142 | |
| 1 | 589 | 4.7% |
Studying
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 148 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3994 | |
| 1.0 | 148 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3994 | |
| 1.0 | 148 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8136 | |
| . | 4142 | |
| 1 | 148 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8136 | |
| . | 4142 | |
| 1 | 148 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8136 | |
| . | 4142 | |
| 1 | 148 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8136 | |
| . | 4142 | |
| 1 | 148 | 1.2% |
NeedState_Other
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 1.0 | 17 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 4125 | |
| 1.0 | 17 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 4125 | |
| 1.0 | 17 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8267 | |
| . | 4142 | |
| 1 | 17 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8267 | |
| . | 4142 | |
| 1 | 17 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8267 | |
| . | 4142 | |
| 1 | 17 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 8267 | |
| . | 4142 | |
| 1 | 17 | 0.1% |
Working & business meeting
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3615 | |
| 1.0 | 527 | 12.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3615 | |
| 1.0 | 527 | 12.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| . | 4142 | |
| 1 | 527 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| . | 4142 | |
| 1 | 527 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| . | 4142 | |
| 1 | 527 | 4.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12426 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 7757 | |
| . | 4142 | |
| 1 | 527 | 4.2% |
PPA
Real number (ℝ)
High correlation Zeros
| Distinct | 49 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.478593 |
| Minimum | 0 |
|---|---|
| Maximum | 200 |
| Zeros | 1365 |
| Zeros (%) | 33.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 64.7 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 40 |
| Q3 | 50 |
| 95-th percentile | 70 |
| Maximum | 200 |
| Range | 200 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 27.348011 |
|---|---|
| Coefficient of variation (CV) | 0.79318814 |
| Kurtosis | -0.41559943 |
| Mean | 34.478593 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.1054118 |
| Sum | 142810.33 |
| Variance | 747.91372 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 50 | 729 | |
| 60 | 333 | 8.0% |
| 40 | 290 | 7.0% |
| 49 | 257 | 6.2% |
| 39 | 154 | 3.7% |
| 30 | 117 | 2.8% |
| 70 | 112 | 2.7% |
| 29 | 111 | 2.7% |
| 35 | 100 | 2.4% |
| Other values (39) | 574 |
| Value | Count | Frequency (%) |
| 0 | 1365 | |
| 12 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 3 | 0.1% |
| 20 | 8 | 0.2% |
| 25 | 7 | 0.2% |
| 28 | 1 | < 0.1% |
| 29 | 111 | 2.7% |
| 30 | 117 | 2.8% |
| 32 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 200 | 1 | < 0.1% |
| 160 | 1 | < 0.1% |
| 125 | 1 | < 0.1% |
| 120 | 8 | 0.2% |
| 110 | 2 | < 0.1% |
| 100 | 85 | |
| 95 | 1 | < 0.1% |
| 90 | 4 | 0.1% |
| 85 | 4 | 0.1% |
| 80 | 75 |
Churn
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 64.7 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4142 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2690 | |
| 1 | 1452 |
Interactions
Correlations
| 11 AM - before 2 PM | 2 PM - before 5 PM | 5 PM - before 9 PM | 9 AM - before 11 AM | 9 PM or later | Age | BUMO | BUMO PRE | Before 9 AM | Brand Likability | Churn | Daily | DayPart_Unknown | DayofWeek_Unknown | Drinking beverages | Gender | MPI | Meals & Snack | Most Favourite | NPS#P3M | NPS#P3M#Group | NeedState_Other | Occupation#group | PPA | Relaxing & entertainment | Socializing | Spend | Studying | TOM | Visit | Weekdays | Weekends | Weekly | Working & business meeting | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 11 AM - before 2 PM | 1.000 | -0.013 | -0.015 | -0.079 | 0.012 | 0.023 | 0.000 | 0.059 | -0.005 | 0.082 | 0.044 | 0.083 | 0.000 | 0.058 | 0.000 | 0.094 | 0.063 | 0.071 | 0.038 | 0.029 | 0.027 | 0.000 | 0.028 | -0.022 | 0.064 | 0.012 | 0.012 | 0.055 | 0.029 | 0.009 | 0.161 | 0.121 | 0.048 | 0.109 |
| 2 PM - before 5 PM | -0.013 | 1.000 | -0.123 | 0.110 | -0.014 | -0.023 | 0.000 | 0.011 | -0.070 | 0.039 | 0.000 | 0.047 | 0.000 | 0.000 | 0.000 | 0.055 | -0.003 | 0.037 | 0.028 | 0.021 | 0.082 | 0.116 | 0.051 | -0.016 | 0.000 | 0.045 | 0.016 | 0.073 | 0.039 | 0.024 | 0.135 | 0.018 | 0.044 | 0.066 |
| 5 PM - before 9 PM | -0.015 | -0.123 | 1.000 | -0.033 | 0.060 | -0.092 | 0.029 | 0.030 | -0.117 | 0.087 | 0.107 | 0.106 | 0.000 | 0.000 | 0.000 | 0.072 | 0.052 | 0.068 | 0.035 | 0.050 | 0.064 | 0.000 | 0.052 | 0.140 | 0.171 | 0.064 | 0.206 | 0.052 | 0.059 | 0.202 | 0.191 | 0.081 | 0.182 | 0.048 |
| 9 AM - before 11 AM | -0.079 | 0.110 | -0.033 | 1.000 | -0.046 | 0.049 | 0.056 | 0.000 | -0.208 | 0.046 | 0.000 | 0.050 | 0.000 | 0.000 | 0.032 | 0.047 | 0.117 | 0.012 | 0.000 | -0.005 | 0.026 | 0.000 | 0.050 | -0.028 | 0.046 | 0.000 | 0.054 | 0.006 | 0.000 | 0.069 | 0.105 | 0.000 | 0.086 | 0.106 |
| 9 PM or later | 0.012 | -0.014 | 0.060 | -0.046 | 1.000 | -0.058 | 0.037 | 0.000 | -0.093 | 0.000 | 0.034 | 0.049 | 0.000 | 0.100 | 0.053 | 0.068 | 0.072 | 0.002 | 0.035 | 0.054 | 0.015 | 0.000 | 0.068 | 0.091 | 0.113 | 0.032 | 0.069 | 0.044 | 0.000 | 0.057 | 0.078 | 0.025 | 0.070 | 0.070 |
| Age | 0.023 | -0.023 | -0.092 | 0.049 | -0.058 | 1.000 | 0.028 | 0.113 | 0.232 | 0.022 | 0.093 | 0.041 | 0.000 | 0.050 | 0.052 | 0.029 | 0.431 | 0.009 | 0.133 | -0.082 | 0.062 | 0.023 | 0.276 | -0.096 | 0.093 | 0.048 | -0.070 | 0.243 | 0.110 | -0.063 | 0.104 | 0.000 | 0.077 | 0.125 |
| BUMO | 0.000 | 0.000 | 0.029 | 0.056 | 0.037 | 0.028 | 1.000 | 0.000 | 0.000 | 0.000 | 0.031 | 0.020 | 0.000 | 0.000 | 0.000 | 0.014 | 0.000 | 0.013 | 0.000 | 0.000 | 0.000 | 0.000 | 0.024 | 0.024 | 0.032 | 0.000 | 0.000 | 0.017 | 0.111 | 0.000 | 0.000 | 0.000 | 0.044 | 0.000 |
| BUMO PRE | 0.059 | 0.011 | 0.030 | 0.000 | 0.000 | 0.113 | 0.000 | 1.000 | 0.107 | 0.000 | 0.521 | 0.195 | 0.021 | 0.000 | 0.000 | 0.075 | 0.026 | 0.067 | 0.693 | 0.466 | 0.463 | 0.000 | 0.063 | 0.500 | 0.028 | 0.000 | 0.442 | 0.000 | 0.783 | 0.402 | 0.072 | 0.000 | 0.486 | 0.000 |
| Before 9 AM | -0.005 | -0.070 | -0.117 | -0.208 | -0.093 | 0.232 | 0.000 | 0.107 | 1.000 | 0.094 | 0.087 | 0.067 | 0.049 | 0.111 | 0.038 | 0.193 | 0.129 | 0.000 | 0.155 | -0.151 | 0.101 | 0.030 | 0.084 | -0.168 | 0.106 | 0.048 | -0.058 | 0.000 | 0.199 | -0.030 | 0.271 | 0.045 | 0.040 | 0.113 |
| Brand Likability | 0.082 | 0.039 | 0.087 | 0.046 | 0.000 | 0.022 | 0.000 | 0.000 | 0.094 | 1.000 | 0.000 | 0.685 | 0.000 | 0.000 | 0.115 | 0.005 | 0.234 | 0.028 | 0.000 | 0.075 | 0.074 | 0.000 | 0.111 | 0.057 | 0.000 | 0.034 | 0.029 | 0.000 | 0.038 | 0.051 | 0.000 | 0.028 | 0.304 | 0.013 |
| Churn | 0.044 | 0.000 | 0.107 | 0.000 | 0.034 | 0.093 | 0.031 | 0.521 | 0.087 | 0.000 | 1.000 | 0.367 | 0.000 | 0.012 | 0.000 | 0.028 | 0.020 | 0.048 | 0.489 | 0.345 | 0.338 | 0.000 | 0.094 | 0.946 | 0.010 | 0.000 | 0.357 | 0.034 | 0.546 | 0.329 | 0.000 | 0.032 | 0.603 | 0.000 |
| Daily | 0.083 | 0.047 | 0.106 | 0.050 | 0.049 | 0.041 | 0.020 | 0.195 | 0.067 | 0.685 | 0.367 | 1.000 | 0.000 | 0.000 | 0.102 | 0.008 | 0.189 | 0.000 | 0.215 | 0.154 | 0.155 | 0.009 | 0.074 | 0.355 | 0.047 | 0.000 | 0.230 | 0.000 | 0.255 | 0.277 | 0.049 | 0.000 | 0.610 | 0.017 |
| DayPart_Unknown | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.049 | 0.000 | 0.000 | 0.000 | 1.000 | 0.241 | 0.043 | 0.005 | 0.000 | 0.000 | 0.026 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.014 | 0.060 | 0.020 | 0.000 | 0.029 | 0.023 | 0.021 | 0.056 | 0.000 | 0.000 |
| DayofWeek_Unknown | 0.058 | 0.000 | 0.000 | 0.000 | 0.100 | 0.050 | 0.000 | 0.000 | 0.111 | 0.000 | 0.012 | 0.000 | 0.241 | 1.000 | 0.035 | 0.022 | 0.062 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.060 | 0.000 | 0.028 | 0.020 | 0.078 | 0.009 | 0.011 | 0.150 | 0.003 | 0.034 | 0.049 | 0.000 |
| Drinking beverages | 0.000 | 0.000 | 0.000 | 0.032 | 0.053 | 0.052 | 0.000 | 0.000 | 0.038 | 0.115 | 0.000 | 0.102 | 0.043 | 0.035 | 1.000 | 0.046 | 0.014 | 0.061 | 0.016 | 0.041 | 0.029 | 0.000 | 0.067 | 0.048 | 0.032 | 0.014 | 0.000 | 0.027 | 0.000 | 0.040 | 0.079 | 0.000 | 0.042 | 0.028 |
| Gender | 0.094 | 0.055 | 0.072 | 0.047 | 0.068 | 0.029 | 0.014 | 0.075 | 0.193 | 0.005 | 0.028 | 0.008 | 0.005 | 0.022 | 0.046 | 1.000 | 0.093 | 0.127 | 0.074 | 0.064 | 0.068 | 0.000 | 0.160 | 0.106 | 0.081 | 0.000 | 0.024 | 0.016 | 0.085 | 0.047 | 0.167 | 0.021 | 0.000 | 0.134 |
| MPI | 0.063 | -0.003 | 0.052 | 0.117 | 0.072 | 0.431 | 0.000 | 0.026 | 0.129 | 0.234 | 0.020 | 0.189 | 0.000 | 0.062 | 0.014 | 0.093 | 1.000 | 0.000 | 0.000 | 0.033 | 0.026 | 0.167 | 0.187 | -0.004 | 0.035 | 0.000 | 0.054 | 0.030 | 0.000 | 0.061 | 0.069 | 0.000 | 0.107 | 0.085 |
| Meals & Snack | 0.071 | 0.037 | 0.068 | 0.012 | 0.002 | 0.009 | 0.013 | 0.067 | 0.000 | 0.028 | 0.048 | 0.000 | 0.000 | 0.000 | 0.061 | 0.127 | 0.000 | 1.000 | 0.060 | 0.056 | 0.060 | 0.014 | 0.079 | 0.089 | 0.041 | 0.037 | 0.102 | 0.023 | 0.078 | 0.101 | 0.026 | 0.039 | 0.059 | 0.026 |
| Most Favourite | 0.038 | 0.028 | 0.035 | 0.000 | 0.035 | 0.133 | 0.000 | 0.693 | 0.155 | 0.000 | 0.489 | 0.215 | 0.026 | 0.000 | 0.016 | 0.074 | 0.000 | 0.060 | 1.000 | 0.411 | 0.409 | 0.000 | 0.071 | 0.474 | 0.000 | 0.000 | 0.443 | 0.000 | 0.750 | 0.402 | 0.065 | 0.000 | 0.484 | 0.000 |
| NPS#P3M | 0.029 | 0.021 | 0.050 | -0.005 | 0.054 | -0.082 | 0.000 | 0.466 | -0.151 | 0.075 | 0.345 | 0.154 | 0.000 | 0.000 | 0.041 | 0.064 | 0.033 | 0.056 | 0.411 | 1.000 | 0.999 | 0.069 | 0.035 | 0.365 | 0.082 | 0.069 | 0.441 | 0.035 | 0.455 | 0.431 | 0.069 | 0.000 | 0.306 | 0.029 |
| NPS#P3M#Group | 0.027 | 0.082 | 0.064 | 0.026 | 0.015 | 0.062 | 0.000 | 0.463 | 0.101 | 0.074 | 0.338 | 0.155 | 0.000 | 0.000 | 0.029 | 0.068 | 0.026 | 0.060 | 0.409 | 0.999 | 1.000 | 0.046 | 0.057 | 0.202 | 0.060 | 0.000 | 0.149 | 0.000 | 0.454 | 0.133 | 0.074 | 0.000 | 0.304 | 0.036 |
| NeedState_Other | 0.000 | 0.116 | 0.000 | 0.000 | 0.000 | 0.023 | 0.000 | 0.000 | 0.030 | 0.000 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 | 0.167 | 0.014 | 0.000 | 0.069 | 0.046 | 1.000 | 0.045 | 0.000 | 0.000 | 0.073 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.016 | 0.000 | 0.000 |
| Occupation#group | 0.028 | 0.051 | 0.052 | 0.050 | 0.068 | 0.276 | 0.024 | 0.063 | 0.084 | 0.111 | 0.094 | 0.074 | 0.000 | 0.060 | 0.067 | 0.160 | 0.187 | 0.079 | 0.071 | 0.035 | 0.057 | 0.045 | 1.000 | 0.048 | 0.041 | 0.051 | 0.029 | 0.241 | 0.085 | 0.055 | 0.135 | 0.009 | 0.065 | 0.194 |
| PPA | -0.022 | -0.016 | 0.140 | -0.028 | 0.091 | -0.096 | 0.024 | 0.500 | -0.168 | 0.057 | 0.946 | 0.355 | 0.000 | 0.000 | 0.048 | 0.106 | -0.004 | 0.089 | 0.474 | 0.365 | 0.202 | 0.000 | 0.048 | 1.000 | 0.027 | 0.067 | 0.793 | 0.023 | 0.533 | 0.702 | 0.020 | 0.067 | 0.570 | 0.063 |
| Relaxing & entertainment | 0.064 | 0.000 | 0.171 | 0.046 | 0.113 | 0.093 | 0.032 | 0.028 | 0.106 | 0.000 | 0.010 | 0.047 | 0.014 | 0.028 | 0.032 | 0.081 | 0.035 | 0.041 | 0.000 | 0.082 | 0.060 | 0.000 | 0.041 | 0.027 | 1.000 | 0.039 | 0.067 | 0.088 | 0.030 | 0.063 | 0.081 | 0.050 | 0.038 | 0.045 |
| Socializing | 0.012 | 0.045 | 0.064 | 0.000 | 0.032 | 0.048 | 0.000 | 0.000 | 0.048 | 0.034 | 0.000 | 0.000 | 0.060 | 0.020 | 0.014 | 0.000 | 0.000 | 0.037 | 0.000 | 0.069 | 0.000 | 0.073 | 0.051 | 0.067 | 0.039 | 1.000 | 0.048 | 0.037 | 0.000 | 0.014 | 0.000 | 0.057 | 0.000 | 0.000 |
| Spend | 0.012 | 0.016 | 0.206 | 0.054 | 0.069 | -0.070 | 0.000 | 0.442 | -0.058 | 0.029 | 0.357 | 0.230 | 0.020 | 0.078 | 0.000 | 0.024 | 0.054 | 0.102 | 0.443 | 0.441 | 0.149 | 0.000 | 0.029 | 0.793 | 0.067 | 0.048 | 1.000 | 0.027 | 0.524 | 0.982 | 0.153 | 0.000 | 0.599 | 0.141 |
| Studying | 0.055 | 0.073 | 0.052 | 0.006 | 0.044 | 0.243 | 0.017 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.000 | 0.009 | 0.027 | 0.016 | 0.030 | 0.023 | 0.000 | 0.035 | 0.000 | 0.000 | 0.241 | 0.023 | 0.088 | 0.037 | 0.027 | 1.000 | 0.000 | 0.022 | 0.000 | 0.029 | 0.000 | 0.000 |
| TOM | 0.029 | 0.039 | 0.059 | 0.000 | 0.000 | 0.110 | 0.111 | 0.783 | 0.199 | 0.038 | 0.546 | 0.255 | 0.029 | 0.011 | 0.000 | 0.085 | 0.000 | 0.078 | 0.750 | 0.455 | 0.454 | 0.000 | 0.085 | 0.533 | 0.030 | 0.000 | 0.524 | 0.000 | 1.000 | 0.469 | 0.091 | 0.012 | 0.573 | 0.000 |
| Visit | 0.009 | 0.024 | 0.202 | 0.069 | 0.057 | -0.063 | 0.000 | 0.402 | -0.030 | 0.051 | 0.329 | 0.277 | 0.023 | 0.150 | 0.040 | 0.047 | 0.061 | 0.101 | 0.402 | 0.431 | 0.133 | 0.000 | 0.055 | 0.702 | 0.063 | 0.014 | 0.982 | 0.022 | 0.469 | 1.000 | 0.184 | 0.000 | 0.574 | 0.147 |
| Weekdays | 0.161 | 0.135 | 0.191 | 0.105 | 0.078 | 0.104 | 0.000 | 0.072 | 0.271 | 0.000 | 0.000 | 0.049 | 0.021 | 0.003 | 0.079 | 0.167 | 0.069 | 0.026 | 0.065 | 0.069 | 0.074 | 0.000 | 0.135 | 0.020 | 0.081 | 0.000 | 0.153 | 0.000 | 0.091 | 0.184 | 1.000 | 0.202 | 0.081 | 0.136 |
| Weekends | 0.121 | 0.018 | 0.081 | 0.000 | 0.025 | 0.000 | 0.000 | 0.000 | 0.045 | 0.028 | 0.032 | 0.000 | 0.056 | 0.034 | 0.000 | 0.021 | 0.000 | 0.039 | 0.000 | 0.000 | 0.000 | 0.016 | 0.009 | 0.067 | 0.050 | 0.057 | 0.000 | 0.029 | 0.012 | 0.000 | 0.202 | 1.000 | 0.000 | 0.042 |
| Weekly | 0.048 | 0.044 | 0.182 | 0.086 | 0.070 | 0.077 | 0.044 | 0.486 | 0.040 | 0.304 | 0.603 | 0.610 | 0.000 | 0.049 | 0.042 | 0.000 | 0.107 | 0.059 | 0.484 | 0.306 | 0.304 | 0.000 | 0.065 | 0.570 | 0.038 | 0.000 | 0.599 | 0.000 | 0.573 | 0.574 | 0.081 | 0.000 | 1.000 | 0.062 |
| Working & business meeting | 0.109 | 0.066 | 0.048 | 0.106 | 0.070 | 0.125 | 0.000 | 0.000 | 0.113 | 0.013 | 0.000 | 0.017 | 0.000 | 0.000 | 0.028 | 0.134 | 0.085 | 0.026 | 0.000 | 0.029 | 0.036 | 0.000 | 0.194 | 0.063 | 0.045 | 0.000 | 0.141 | 0.000 | 0.000 | 0.147 | 0.136 | 0.042 | 0.062 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| IsAwareness | Trial | Brand Likability | Weekly | Daily | Comprehension | Visit | Spend | SegmentationFull | NPS#P3M | NPS#P3M#Group | Age | MPI | Gender | Occupation#group | TOM | BUMO | BUMO PRE | Most Favourite | 11 AM - before 2 PM | 2 PM - before 5 PM | 5 PM - before 9 PM | 9 AM - before 11 AM | 9 PM or later | Before 9 AM | DayPart_Unknown | DayofWeek_Unknown | Weekdays | Weekends | Drinking beverages | Socializing | Relaxing & entertainment | Meals & Snack | Studying | NeedState_Other | Working & business meeting | PPA | Churn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4368 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 38 | 8249 | Male | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4369 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 18 | 3749 | Female | None Working | 0 | 0 | 0 | 0 | 0.0 | 2.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4370 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 44 | 37499 | Male | Self Employed - Company Owner | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4371 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 30 | 10499 | Male | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4372 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 39 | 6999 | Male | White Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4373 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 54 | 10499 | Female | Self Employed - Small Business and Freelance | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4374 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 38 | 10499 | Male | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4375 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 17 | 5499 | Female | None Working | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 4.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4376 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 36 | 3749 | Female | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| 4377 | 1 | 1 | 1 | 0 | 0 | Know a little | 0 | 0.0 | 0 | 8 | Passive | 21 | 3749 | Female | None Working | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 3.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1 |
| IsAwareness | Trial | Brand Likability | Weekly | Daily | Comprehension | Visit | Spend | SegmentationFull | NPS#P3M | NPS#P3M#Group | Age | MPI | Gender | Occupation#group | TOM | BUMO | BUMO PRE | Most Favourite | 11 AM - before 2 PM | 2 PM - before 5 PM | 5 PM - before 9 PM | 9 AM - before 11 AM | 9 PM or later | Before 9 AM | DayPart_Unknown | DayofWeek_Unknown | Weekdays | Weekends | Drinking beverages | Socializing | Relaxing & entertainment | Meals & Snack | Studying | NeedState_Other | Working & business meeting | PPA | Churn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8510 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 29.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 26 | 5499 | Male | White Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 24.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 29.0 | 0 |
| 8511 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 40.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 17 | 1499 | Female | None Working | 0 | 1 | 1 | 0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 40.0 | 0 |
| 8512 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 50.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 33 | 6999 | Male | White Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 50.0 | 0 |
| 8513 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 49.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 25 | 5499 | Female | White Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 3.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49.0 | 0 |
| 8514 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 39.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 35 | 5499 | Female | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 39.0 | 0 |
| 8515 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 49.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 24 | 3749 | Female | None Working | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 1 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49.0 | 0 |
| 8516 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 49.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 38 | 6999 | Female | White Collar | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49.0 | 0 |
| 8517 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 39.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 23 | 3749 | Male | None Working | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 39.0 | 0 |
| 8518 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 49.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 20 | 5499 | Female | Blue Collar | 0 | 0 | 0 | 0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 1 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49.0 | 0 |
| 8519 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 49.0 | Seg.02 - Mass Asp (VND 25K - VND 59K) | 8 | Passive | 25 | 6999 | Male | Self Employed - Small Business and Freelance | 0 | 0 | 1 | 0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0 | 0 | 1 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 49.0 | 0 |